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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Aghanim's Shard | 16 | 76.19% | 100.0 | 68.75% | +28.75% | +6.25% | +6.25% | 0.00% | 27:49 | 18:32 | 23:53 | 27:05 | 32:00 | 40:16 | 08:07 | 06:00 |
 | Magic Wand | 11 | 52.38% | 95.2 | 72.73% | +22.73% | -6.06% | -6.06% | 0.00% | 09:47 | 02:13 | 03:32 | 08:00 | 12:25 | 24:37 | 08:53 | 06:34 |
 | Boots of Speed | 21 | 100.00% | 90.5 | 61.90% | +61.90% | -1.90% | -21.90% | -3.96% | 02:47 | -01:29 | -01:29 | 03:03 | 06:32 | 09:28 | 08:01 | 05:56 |
 | Magic Stick | 19 | 90.48% | 85.7 | 63.16% | +13.16% | -3.16% | +16.84% | 18.75% | 01:16 | -01:29 | -01:29 | 01:34 | 02:33 | 07:48 | 04:02 | 02:59 |
 | Arcane Boots | 20 | 95.24% | 81.0 | 60.00% | -40.00% | 0.00% | 0.00% | 0.00% | 10:21 | 05:53 | 08:07 | 09:34 | 11:59 | 14:29 | 03:52 | 02:51 |
 | Aether Lens | 16 | 76.19% | 76.2 | 62.50% | +2.50% | +12.50% | -12.50% | -8.47% | 18:31 | 13:42 | 16:50 | 18:28 | 19:47 | 25:46 | 02:57 | 02:11 |
 | Void Stone | 16 | 76.19% | 71.4 | 62.50% | +2.50% | +12.50% | -12.50% | -5.24% | 16:50 | 12:47 | 13:37 | 15:48 | 18:23 | 24:18 | 04:46 | 03:31 |
 | Blink Dagger | 14 | 66.67% | 66.7 | 64.29% | +7.15% | +10.71% | +35.71% | 2.35% | 25:17 | 15:06 | 19:31 | 25:31 | 30:08 | 40:15 | 10:37 | 07:51 |
 | Ghost Scepter | 3 | 14.29% | 61.9 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 27:43 | 22:23 | 22:23 | 22:50 | 37:56 | 37:56 | 15:33 | 11:31 |
 | Wind Lace | 8 | 38.10% | 57.1 | 62.50% | +0.96% | -12.50% | +37.50% | 4.64% | 10:18 | 02:21 | 03:20 | 10:27 | 14:07 | 18:54 | 10:47 | 07:59 |
 | Fluffy Hat | 6 | 28.57% | 52.4 | 66.67% | +6.67% | -16.67% | -66.67% | -4.69% | 21:46 | 11:42 | 13:30 | 16:34 | 24:09 | 45:08 | 10:39 | 07:53 |
 | Tranquil Boots | 2 | 9.52% | 47.6 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 12:27 | 06:11 | 06:11 | 18:42 | 18:42 | 18:42 | 12:31 | 09:16 |
 | Force Staff | 5 | 23.81% | 42.9 | 60.00% | -2.50% | +40.00% | -60.00% | 0.00% | 30:20 | 16:35 | 16:35 | 27:35 | 42:30 | 45:08 | 25:55 | 19:11 |
 | Headdress | 1 | 4.76% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:18 | -01:18 | -01:18 | -01:18 | -01:18 | -01:18 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 4.76% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 4.76% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 00:00 | 00:00 |
 | Soul Ring | 1 | 4.76% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:37 | 09:37 | 09:37 | 09:37 | 09:37 | 09:37 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 9.52% | 19.0 | 50.00% | -13.16% | -50.00% | 0.00% | 0.00% | 04:34 | 01:18 | 01:18 | 07:50 | 07:50 | 07:50 | 06:32 | 04:50 |
 | Glimmer Cape | 2 | 9.52% | 14.3 | 50.00% | -13.16% | +50.00% | 0.00% | 0.00% | 38:07 | 28:00 | 28:00 | 48:14 | 48:14 | 48:14 | 20:14 | 14:59 |
 | Aeon Disk | 2 | 9.52% | 9.5 | 50.00% | -13.16% | -50.00% | 0.00% | 0.00% | 37:51 | 33:51 | 33:51 | 41:50 | 41:50 | 41:50 | 07:59 | 05:54 |
 | Urn of Shadows | 1 | 4.76% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 00:00 | 00:00 |